Use when conducting and reporting the analysis of a New Media & Society (NM&S) manuscript across qualitative, content/discourse…
Use when executing and reporting the analysis for a Population and Development Review (PDR, Wiley / Population Council) manuscript so it…
Use when executing and reporting the analysis for a Public Opinion Quarterly (POQ) manuscript so it survives expert, double-blind review…
Use when executing and reporting the analysis for a Public Administration Review (PAR) manuscript so it survives expert, double-blind…
Use when executing or auditing the quantitative core of a Quantitative Economics (QE) manuscript — estimation (structural/GMM/MSM or…
Use when running and reporting the analysis for a Journal of the Academy of Marketing Science (JAMS) manuscript — selecting the estimator…
Use when running and reporting the statistical analysis for a Journal of Marketing (JM) manuscript — the right estimator for a big-tent…
Use when running and reporting the analysis for a Journal of Marketing Research (JMR) manuscript — selecting the estimator that matches…
Use when executing and stress-testing the empirical analysis for a Research Policy (RP) manuscript — building bibliometric/patent…
Use when running and reporting the empirical-archival analysis for a Journal of Accounting Research (JAR) manuscript — standard-error…
Use when running and reporting the empirical analysis for a Review of Accounting Studies (RAST) manuscript — standard-error clustering…
Use when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript…
Use when executing and reporting the analysis for a Social Forces (SF) manuscript so it survives expert, double-anonymized review — honest…
Structure a product data analysis, metric deep-dive, funnel analysis, or cohort study.
Use when running and reporting the statistical analysis for a Journal of Operations Management (JOM) empirical manuscript — measurement…
Use when executing and reporting the analysis for a World Politics manuscript so it survives expert triple-blind review and the Dataverse…
Use this skill for quantitative product or business analysis: data quality checks, metric diagnostics, KPI design and reporting…
Route broad Data Analytics requests to the appropriate quantitative analysis, visualization, dashboard, report, notebook, KPI…
Data architecture patterns (warehouse, lake, lakehouse, mesh), ETL/ELT pipelines, streaming architectures, scaling strategies, and schema…
Process large datasets efficiently using chunk(), chunkById(), lazy(), and cursor() to reduce memory consumption and improve performance
Clean a CSV/TSV/Excel file - fix headers, trim whitespace, remove duplicates, validate